Meta-reasoning methods for agent's intention modelling

  • Authors:
  • Michal Pěchouček;Jan Tožička;Vladimír Mařík

  • Affiliations:
  • Gerstner Laboratory, Agent Technology Group, Czech Technical University in Prague;Gerstner Laboratory, Agent Technology Group, Czech Technical University in Prague;Gerstner Laboratory, Agent Technology Group, Czech Technical University in Prague

  • Venue:
  • AIS-ADM 2005 Proceedings of the 2005 international conference on Autonomous Intelligent Systems: agents and Data Mining
  • Year:
  • 2005

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Abstract

Intention modelling in self-interested and adversarial communities of agents is a challenging issue. This contribution discusses the role of modelling and meta-reasoning in intention modelling. The formal model of deductive and inductive meta-reasoning is presented and supported by experimental implementations. This research has been motivated by the problem of intention detection in semi-collaborative multi-agent system for OOTW (Operation Other Than War).